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  • Others 
    freeCodeCamp - Data Analysis with Python

    freeCodeCamp - Data Analysis with Python

    In these comprehensive video courses, created by Santiago Basulto, you will learn the whole process of data analysis. You'll be reading data from multiple sources (CSV, SQL, Excel), process that data using NumPy and Pandas, and visualize it using Matplotlib and Seaborn, Additionally, we've included a thorough Jupyter Notebook course, and a quick Python reference to refresh your programming skills.

    Course related:
    AMA1600 Fundamentals of AI and Data Analytics and AMA1751 Linear Algebra
    Subjects:
    Mathematics and Statistics and Computing
    Keywords:
    Computer programming Computer science Python (Computer program language)
    Resource Type:
    Others
     
  • MOOC 
    Python for Everybody Specialization

    Python for Everybody Specialization

    This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.

    Subjects:
    Computing
    Keywords:
    Python (Computer program language)
    Resource Type:
    MOOC
     
  • MOOC 
    Crash Course on Python

    Crash Course on Python

    This course is designed to teach you the foundations in order to write simple programs in Python using the most common structures. No previous exposure to programming is needed. By the end of this course, you'll understand the benefits of programming in IT roles; be able to write simple programs using Python; figure out how the building blocks of programming fit together; and combine all of this knowledge to solve a complex programming problem. We'll start off by diving into the basics of writing a computer program. Along the way, you’ll get hands-on experience with programming concepts through interactive exercises and real-world examples. You’ll quickly start to see how computers can perform a multitude of tasks — you just have to write code that tells them what to do.

    Course related:
    COMP1001 Problem Solving Methodology in Information Technology
    Subjects:
    Computing
    Keywords:
    Python (Computer program language)
    Resource Type:
    MOOC